Databases & Data MCP Servers
Databases & Data category — 314 MCP servers, ranked by GitHub stars.
mysql-mcp
Enterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deployment
IBGE Brasil MCP
IBGE: geography, census, economy and health from the official APIs, with provenance. 23 tools.
ZoteroBridge
MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and more.
memvid-mcp-server
Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.
inoyu-mcp-unomi-server
An MCP server to access and updates profiles on an Apache Unomi CDP server.
postgres_mcp
PostgreSQL MCP server with 14 tools for querying, schema exploration, and table analysis. Features security-first design with SQL…
Glyphic
Generate 18 diagram types from structured JSON natively. Built for LLMs and agents.
fabric-dw
MCP server for Microsoft Fabric Data Warehouses and SQL Analytics Endpoints
Val Town
Deploy serverless TypeScript on Val Town: HTTP vals, cron, SQLite, email, OAuth.
SchemaBrain
The trust and intelligence layer between AI agents and your database.
schemaflow-mcp-server
Real-time PostgreSQL & Supabase database schema access for AI-IDEs via Model Context Protocol. Provides live database context through…
mcp-flowcore-platform
Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public…
mcp-server-iaptic
Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics.
Pipedrive CRM
MCP server for Pipedrive CRM. 155 tools for deals, persons, organizations, activities, and more.
skysql-mcp
Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and…
code-guardian
AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and…
simple_snowflake_mcp
Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations
VictoriaMetrics-mcp-server
An MCP server for interacting with VictoriaMetrics database.
brasil-data-mcp
Brazilian public data for AI agents — companies (CNPJ), addresses (CEP), banks (BACEN), national holidays — via…
df-mcp
An MCP server for securely (via RBAC) talking to on-premise and cloud MS SQL Server, MySQL, PostgreSQL databases and other data sources.
mcp-analytics
The statistical analyst in your AI chat — validated, citable, re-runnable analysis of your data.
Disco
Find novel, statistically validated patterns in tabular data — hypothesis-free.
google-searchconsole-mcp
Google Search Console MCP server with 13 SEO tools — search analytics, URL inspection, sitemap management, keyword opportunities, brand…
migrationpilot
112 rules that catch dangerous PostgreSQL migrations, plus a pass/fail gate to call before any DDL.
safedb-mcp
A secure MCP server that lets AI agents query databases safely.
dolphindb-mcp-server
TDolphinDB database integration with schema inspection and query capabilities
sql-query-mcp
A general-purpose MCP server that lets AI work with multiple databases within clear boundaries. Supports PostgreSQL and MySQL today with…
calculator-server
A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced…
SqlAugur
MCP server providing AI assistants with safe, read-only SQL Server access
metabase-mcp
MCP server connecting Claude to Metabase with 28 tools for natural language data analysis, dashboard management, SQL queries, and…
Math MCP Learning
Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace
aurora
Glass-box statistical analysis for agents: 19 methods, cited findings, measured error rates.
vikingdb-mcp-server
VikingDB integration with collection and index introduction, vector store and search capabilities.
capsulemcp
MCP server for [Capsule CRM](https://capsulecrm.com). 81 tools (49 in read-only mode) covering contacts, opportunities, projects, tasks,…
aegis-dq
Agentic data quality framework that runs structured rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses…
alkemi-mcp
MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.
mcp-vtenext
MCP server for VTENext CRM (open-source vtiger-based). Query, create and update opportunities and contacts via the WebService API.…
mercadolibre-mcp
MercadoLibre marketplace integration for AI agents. Search products, get item details, browse categories, track trends, and convert…
WaveGuardClient
Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GPU to detect anomalies with high precision (avg 0.90). 9…
kaggle-mcp-server
This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels…
nlqueries
Natural language to validated SQL engine with multi-connector support (PostgreSQL, MySQL, Snowflake, BigQuery, DuckDB), document QA,…
DataLink
MCP server for secure database access (PostgreSQL, MySQL, SQLite)
mcp-turboquant
LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. Recommend optimal quant settings, evaluate quality, and…
b2b-enrichment-mcp
B2B lead enrichment server integrating Hunter.io and Apollo APIs. 9 tools for email discovery, domain search, company data, and contact…
Local YDB MCP
Operate local-ydb deployments through local or SSH-backed MCP tools.
method-crm-mcp
Production-ready MCP server for Method CRM API integration with 20 comprehensive tools for tables, files, users, events, and API key…
DC Hub — Data Center Site Selection & Colocation: Electricity, Power Grid, Gas, Fiber
Live power, energy, grid, gas, fiber + off-market data-center capacity in kW/MW — query and cite.
stella-mcp
Create, read, validate, and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling.
PostgreSQL (hardened, read-only)
Read-only PostgreSQL over MCP. Writes refused at the parsed SQL, plus a READ ONLY transaction.
permisapi-mcp
7 tools for French open-data building permits (Sitadel, 311k rows, ~2M permits/year, Etalab license). Search, details, DVF transactions…
mcp-reunion
MCP server for Réunion open data (data.regionreunion.com)
pg-mnemosyne-mcp
A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent super memory, task tracker, and multi-agent coordination…
mongodb-atlas-mcp-server
A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. This server wraps the `mongodb-atlas-api-client` package to…
mcp-server-sqlite
SQLite MCP — query databases, inspect schemas, explain queries, export data.
oyemi-mcp
Deterministic semantic word encoding and valence/sentiment analysis using 145K+ word lexicon. Provides word-to-code mapping, semantic…
amnesic
Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.
ReNoUn — Crypto Regime Classification
Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 free calls/day.
scala-mcp-server
MCP server for S.C.A.L.A. Score API — let Claude, ChatGPT, and AI agents search 250M+ companies
mcp-airflow
Manage Apache Airflow through its REST API — list DAGs, inspect DAG runs and task instances, trigger runs, and check failed-DAG and…
Dataloupe
Offline MCP server to explore CSV/JSON/Parquet/Excel: preview, query, diff, render interactive HTML